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題名 運用系統性觀點整合決策科學方法以建構供應商評選模式
其他題名 Using the Systematic Concept to Integrate the Decision Science Methods for Establishing Supplier Evaluation Models
作者 洪敘峰
Hung, Hsu-Feng
貢獻者 企管系
關鍵詞 供應商評選模式 ; SVM ; ANN ; MADM
supplier selection model ; SVM ; ANN ; MADM
日期 2008.06
上傳時間 4-Mar-2014 17:37:53 (UTC+8)
摘要 在供應鏈管理領域中,有效地進行供應商選擇將對採購效益產生直接且正面的影響,進而影響企業在供應鏈管理方面之營運績效。然而,企業實務活動上的多變性及需求上的不同,建立一個適合的供應商選擇模式是相當重要的。本研究之目的即在建構一實務上可有效運用之供應商選擇模式。本研究運用系統性觀點,以企業策略、戰術為思考中心進行模式建構;再經由供應商抽樣、關鍵準則之選取,進行樣本供應商評估;經由SVM、ANN、DA等分類工具進行供應商分類,及MADM評估法進行供應商排名,建構供應商選擇決策支援模式。日後,該模式可輔助採購或供應商評選經理人執行相關決策,該模式亦可重新調整以符合實際需求及競爭環境變動。
In the field of supply chain management, effective supplier selection has direct and positive impact on the procurement efficiency and it further affects the operation efficiency of an enterprise regarding its supply chain management. Considering the changeable nature of business activities with various demands involved, it is very important to establish a proper supplier selection model. The purpose of this study is to establish a supplier selection model for enterprises to apply effectively in their practical operation. This study adopts the systematic concept of thinking based on business strategy and tactics to proceed with the establishment of selection model; it assesses the supplier sampling that are selected based on the key standards and chosen key attributes; then it classifies those suppliers through classification tools of SVM, ANN and DA, and ranks them by means of the MADM analysis to set up a decision-making support model for supplier selection. In the future, the model may assist procurement personnel or manger responsible for supplier selection to execute relevant policies. The model can also be readjusted in order to accord with actual needs and changes in the competitive environment.
關聯 資訊管理展望, 10(1), 1-22
資料類型 article
dc.contributor 企管系en_US
dc.creator (作者) 洪敘峰zh_TW
dc.creator (作者) Hung, Hsu-Fengen_US
dc.date (日期) 2008.06en_US
dc.date.accessioned 4-Mar-2014 17:37:53 (UTC+8)-
dc.date.available 4-Mar-2014 17:37:53 (UTC+8)-
dc.date.issued (上傳時間) 4-Mar-2014 17:37:53 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/64457-
dc.description.abstract (摘要) 在供應鏈管理領域中,有效地進行供應商選擇將對採購效益產生直接且正面的影響,進而影響企業在供應鏈管理方面之營運績效。然而,企業實務活動上的多變性及需求上的不同,建立一個適合的供應商選擇模式是相當重要的。本研究之目的即在建構一實務上可有效運用之供應商選擇模式。本研究運用系統性觀點,以企業策略、戰術為思考中心進行模式建構;再經由供應商抽樣、關鍵準則之選取,進行樣本供應商評估;經由SVM、ANN、DA等分類工具進行供應商分類,及MADM評估法進行供應商排名,建構供應商選擇決策支援模式。日後,該模式可輔助採購或供應商評選經理人執行相關決策,該模式亦可重新調整以符合實際需求及競爭環境變動。en_US
dc.description.abstract (摘要) In the field of supply chain management, effective supplier selection has direct and positive impact on the procurement efficiency and it further affects the operation efficiency of an enterprise regarding its supply chain management. Considering the changeable nature of business activities with various demands involved, it is very important to establish a proper supplier selection model. The purpose of this study is to establish a supplier selection model for enterprises to apply effectively in their practical operation. This study adopts the systematic concept of thinking based on business strategy and tactics to proceed with the establishment of selection model; it assesses the supplier sampling that are selected based on the key standards and chosen key attributes; then it classifies those suppliers through classification tools of SVM, ANN and DA, and ranks them by means of the MADM analysis to set up a decision-making support model for supplier selection. In the future, the model may assist procurement personnel or manger responsible for supplier selection to execute relevant policies. The model can also be readjusted in order to accord with actual needs and changes in the competitive environment.en_US
dc.format.extent 301597 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) 資訊管理展望, 10(1), 1-22en_US
dc.subject (關鍵詞) 供應商評選模式 ; SVM ; ANN ; MADMen_US
dc.subject (關鍵詞) supplier selection model ; SVM ; ANN ; MADMen_US
dc.title (題名) 運用系統性觀點整合決策科學方法以建構供應商評選模式zh_TW
dc.title.alternative (其他題名) Using the Systematic Concept to Integrate the Decision Science Methods for Establishing Supplier Evaluation Modelsen_US
dc.type (資料類型) articleen